Metallomic Biomarkers in Cerebrospinal fluid and Serum in patients with Parkinson’s disease in Indian population

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作者
Jaya Sanyal
Shiek S. S. J. Ahmed
Hon Keung Tony Ng
Tufan Naiya
Epsita Ghosh
Tapas Kumar Banerjee
Jaya Lakshmi
Gautam Guha
Vadlamudi Raghavendra Rao
机构
[1] University of Delhi,Department of Anthropology
[2] Drug Discovery Lab,Department of Statistical Science
[3] Faculty of Allied Health Sciences,Molecular Systematics Division
[4] Chettinad Academy of Research and Education,Department of Neurology
[5] Southern Methodist University,Department of Neurology
[6] Zoological Survey of India,undefined
[7] DNA Taxonomy Laboratory,undefined
[8] National Neurosciences Centre,undefined
[9] Dept. of Life Sciences,undefined
[10] Central University of Tamil Nadu,undefined
[11] Nil Ratan Sircar Medical College and Hospital,undefined
[12] Dept of Genetics,undefined
[13] Osmania University,undefined
[14] Genome Foundation,undefined
来源
Scientific Reports | / 6卷
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摘要
Parkinson's disease (PD) is a neurodegenerative disease with the absence of markers for diagnosis. Several studies on PD reported the elements imbalance in biofluids as biomarkers. However, their results remained inconclusive. This study integrates metallomics, multivariate and artificial neural network (ANN) to understand element variations in CSF and serum of PD patients from the largest cohort of Indian population to solve the inconsistent results of previous studies. Also, this study is aimed to (1) ascertain a common element signature between CSF and serum. (2) Assess cross sectional element variation with clinical symptoms. (3) Develop ANN models for rapid diagnosis. A metallomic profile of 110 CSF and 530 serum samples showed significant variations in 10 elements of CSF and six in serum of patients compared to controls. Consistent variations in elements pattern were noticed for Calcium, Magnesium and Iron in both the fluids of PD, which provides feasible diagnosis from serum. Furthermore, implementing multivariate analyses showed clear classification between normal and PD in both the fluids. Also, ANN provides 99% accuracy in detection of disease from CSF and serum. Overall, our analyses demonstrate that elements profile in biofluids of PD will be useful in development of diagnostic markers for PD.
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